{"id":"W2156559761","doi":"","title":"Asynchronous Discussion Forums: Success Factors, Outcomes, Assessments, and Limitations","year":2009,"lang":"en","type":"article","venue":"Educational Technology & Society","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":318,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Asynchronous communication; Asynchronous learning; Computer science; Online discussion; Computer-mediated communication; Process (computing); Face-to-face; Distance education; Synchronous learning; Mathematics education; Psychology; Teaching method; World Wide Web; The Internet; Cooperative learning; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04951616,0.0006089293,0.000736716,0.00287967,0.001410634,0.002406331,0.001208294,0.0009412021,0.003273841],"category_scores_gemma":[0.1855852,0.0002074461,0.0009099118,0.002318553,0.000765749,0.004518072,0.001932321,0.001061637,0.0009324765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157152,"about_ca_system_score_gemma":0.002572511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167713,"about_ca_topic_score_gemma":0.001174933,"domain_scores_codex":[0.9704887,0.0159877,0.002828107,0.001014933,0.008537473,0.001143248],"domain_scores_gemma":[0.7248768,0.1868432,0.02215116,0.006408097,0.05020253,0.009518157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003512999,0.006129936,0.7050959,0.001056252,0.0001659028,0.0003666502,0.009927067,0.0006066437,0.0009964514,0.001274745,0.002137837,0.2687297],"study_design_scores_gemma":[0.0003680412,0.01105635,0.9368798,0.001208479,0.0003820506,0.001287472,0.0185732,0.005220766,0.00561108,0.004484985,0.01477195,0.000155936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857612,0.0009483733,0.003392719,0.0006343661,0.0001526647,0.0009162638,0.000329608,0.00006327646,0.007801652],"genre_scores_gemma":[0.9946384,0.0002819984,0.0025505,0.00007351803,0.00007234912,0.000803179,0.0001769926,0.00002683376,0.001376186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04951616,"threshold_uncertainty_score":0.2618696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761969188935479,"score_gpt":0.3751498423135074,"score_spread":0.3475301504241526,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}